No free lunch theorems for optimization DH Wolpert, WG Macready IEEE transactions on evolutionary computation 1 (1), 67-82, 1997 | 11814 | 1997 |

Stacked generalization DH Wolpert Neural networks 5 (2), 241-259, 1992 | 7408 | 1992 |

The lack of a priori distinctions between learning algorithms DH Wolpert Neural computation 8 (7), 1341-1390, 1996 | 1842 | 1996 |

The lack of a priori distinctions between learning algorithms DH Wolpert Neural computation 8 (7), 1341-1390, 1996 | 1842 | 1996 |

No free lunch theorems for search DH Wolpert, WG Macready Technical Report SFI-TR-95-02-010, Santa Fe Institute, 1995 | 1649 | 1995 |

Bias plus variance decomposition for zero-one loss functions R Kohavi, DH Wolpert ICML 96, 275-83, 1996 | 895 | 1996 |

The supervised learning no-free-lunch theorems DH Wolpert Soft computing and industry, 25-42, 2002 | 562 | 2002 |

Covariation of mutations in the V3 loop of human immunodeficiency virus type 1 envelope protein: an information theoretic analysis BT Korber, RM Farber, DH Wolpert, AS Lapedes Proceedings of the National Academy of Sciences 90 (15), 7176-7180, 1993 | 344 | 1993 |

An introduction to collective intelligence DH Wolpert, K Tumer arXiv preprint cs/9908014, 1999 | 299 | 1999 |

Optimal payoff functions for members of collectives DH Wolpert, K Tumer Modeling complexity in economic and social systems, 355-369, 2002 | 289 | 2002 |

Coevolutionary free lunches DH Wolpert, WG Macready IEEE Transactions on evolutionary computation 9 (6), 721-735, 2005 | 272 | 2005 |

Surfaid predictor: web-based system for predicting surfer behavior DC Martin, HJ Miranda, MP Plutowski, WS Spangler, S Vaithyanathan, ... US Patent 6,338,066, 2002 | 237 | 2002 |

Estimating functions of probability distributions from a finite set of samples DH Wolpert, DR Wolf Physical Review E 52 (6), 6841, 1995 | 225 | 1995 |

Slower evolution of human immunodeficiency virus type 1 quasispecies during progression to AIDS EL Delwart, H Pan, HW Sheppard, D Wolpert, AU Neumann, B Korber, ... Journal of virology 71 (10), 7498-7508, 1997 | 222 | 1997 |

An efficient method to estimate bagging's generalization error DH Wolpert, WG Macready Machine Learning 35 (1), 41-55, 1999 | 192 | 1999 |

Linearly combining density estimators via stacking P Smyth, D Wolpert Machine Learning 36 (1), 59-83, 1999 | 179 | 1999 |

The mathematics of generalization DH Wolpert CRC Press, 2018 | 170 | 2018 |

Bandit problems and the exploration/exploitation tradeoff WG Macready, DH Wolpert IEEE Transactions on evolutionary computation 2 (1), 2-22, 1998 | 165 | 1998 |

The relationship between PAC, the statistical physics framework, the Bayesian framework, and the VC framework DH Wolpert The mathematics of generalization, 117-214, 2018 | 163 | 2018 |

Information theory―the bridge connecting bounded rational game theory and statistical physics DH Wolpert Complex Engineered Systems, 262-290, 2006 | 160 | 2006 |